Video Object Segmentation on TCOW Kubric Random synthetic (test)
59.8Itgt Score (All)Linear extrapolation
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Linear extrapolation2023.05 | 59.8 | 15.6 | — | — | |
| Static maskUses privileged information=true2023.05 | 58.3 | 10.1 | — | — | |
| TCOWTraining set=ImageNet + Kubric2023.05 | 53 | 16.6 | 70.5 | 71.6 | |
| Jump to occluderUses privileged information=true2023.05 | 48.1 | — | 69.3 | — | |
| TCOW (visible only)Training set=ImageNet + Kubric2023.05 | 44.7 | 0.1 | 64.6 | 60 | |
| AOTTraining set=Static + Kubric2023.05 | 41.3 | 6.8 | 5.1 | 4.9 | |
| AOT (visible only)Training set=Static + Kubric2023.05 | 35 | 0.5 | 0.7 | 1.4 | |
| TCOW (cartoon)Training set=ImageNet + Kubric (flat)2023.05 | 31.3 | 5.6 | 30 | 43.6 | |
| AOT (direct plug)Training set=Static + YouTube-VOS2023.05 | 30.4 | 0.4 | 0.5 | 1.3 | |
| AOT (cartoon)Training set=Static + Kubric (flat)2023.05 | 29.8 | 5.4 | 3.7 | 4.1 | |
| Copy query2023.05 | 5.8 | 0.4 | — | — |